Modal vs Codeaid vs Replicate vs Cerebrium

Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.

Your tool
Modal
vs
Competitor 1
Codeaid
Competitor 2
Replicate
Competitor 3
Cerebrium
Compare
4 tools · best value per row highlighted
Your tool Modal
modal.com
Run AI code without infrastructure
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Competitor Codeaid
codeaid.io
Codeaid runs coding assessments and technical interviews through an AI system that generates questions, evaluates code, and scores candidates across multiple dimensions
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Competitor Replicate
replicate.com
Run open-source AI without managing servers
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Competitor Cerebrium
cerebrium.ai
Cerebrium is a serverless GPU platform for running AI workloads in production.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
972.8Kvisits/mo
3.3Kvisits/mo
1Mvisits/mo
—
MoM change
▲ 5.7%
▲ 23.7%
▼ 3.1%
—
6-month growth
+13.6%
+3.4%
-30.2%
—
Global rank web
#43,856
#6,050,844
#39,584
—
Avg. last 3 months
960K
3.2K
1.1M
—
Bounce rate lower is better
37%
36%
35%
—
Pages / visit
6.6
2.0
5.6
—
Visit duration
5m 31s
20s
5m 09s
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Traffic sources
● Direct 94% · ● Referral 5%
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● Direct 92% · ● Referral 6%
—
ModalCodeaidReplicateCerebrium
0415.2K830.4K1.2M1.7MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KCodeaid · 8.1KCodeaid · 2.4KCodeaid · 3.2KCodeaid · 3.4KCodeaid · 2.8KCodeaid · 3.7KCodeaid · 2.7KCodeaid · 3.3KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1M1K10K100K1M10MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KCodeaid · 8.1KCodeaid · 2.4KCodeaid · 3.2KCodeaid · 3.4KCodeaid · 2.8KCodeaid · 3.7KCodeaid · 2.7KCodeaid · 3.3KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$250per month · free tier available
$129per month
—
$100per month · free tier available
Free tier
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Free trial
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–
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API access
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Plans
Starter FreeTeam $250/moEnterprise Custom
Team $129/moEnterprise Custom
Public Models Custom/usage-basedPrivate Models Custom/usage-based
Hobby FreeStandard $100/moEnterprise Custom
Capabilities input → output
Input
Code
Code
ImagesText
Code
Output
Apps
Data
AudioImagesTextVideo
Apps
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Business & MarketingAI Recruiting
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
9
9
4
APIs
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Developer tools
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GPU infrastructure
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Inference
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Development
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LLM development
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Coding assessments
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Recruiting
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API integrations
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Candidate screening
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Coding interviews
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–
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Developer recruitment
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Engineering interviews
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–
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Interviewing
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Models
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Technical recruitment
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Code analysis
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Image generation
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Performance optimization
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Video generation
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
Verified listing
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Traffic figures are third-party estimates for the tool's own domain; tools sharing a domain with a bigger product are not counted. Pricing is captured from each tool's site and may lag.